Title :
An efficient heuristic for estimating transportation network vulnerability
Author :
Ibrahim, Saleh ; Ammar, Reda ; Rajasekaran, Sanguthevar ; Lownes, Nicholas ; Wang, Qixing ; Sharma, Dolly
Author_Institution :
Comput. Eng. Dept., Univ. of Connecticut, Storrs, CT, USA
fDate :
June 28 2011-July 1 2011
Abstract :
Estimating the criticality of each link in a transportation network is a crucial step for guiding the design and deployment of vulnerability reduction measures. Using exhaustive simulations based on user-equilibrium assignment to evaluate the effect of the failure of each link (or set of links) can be prohibitively time-consuming for reasonably-sized transportation networks. In this paper, we propose an alternative heuristic approach to the estimation the vulnerability of network links employing efficient graph-theoretical algorithms. In particular, our model estimates the cost of single link failure based on the increase in shortest path travel time taking into account the effect of congestion. Results show that the proposed method can reliably be used to estimate the relative effect of each link failure on the system travel time and rank links accordingly.
Keywords :
failure analysis; graph theory; traffic; transportation; graph-theoretical algorithm; link criticality; link failure; link ranking; network link vulnerability; shortest path travel time; transportation network vulnerability estimation; user-equilibrium assignment; vulnerability reduction measure; Algorithm design and analysis; Computational modeling; Correlation; Roads; Terrorism; Throughput; transportation network vulnerability assessment;
Conference_Titel :
Computers and Communications (ISCC), 2011 IEEE Symposium on
Conference_Location :
Kerkyra
Print_ISBN :
978-1-4577-0680-6
Electronic_ISBN :
1530-1346
DOI :
10.1109/ISCC.2011.5983988